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. 2023 Dec 18;13:22874. doi: 10.1038/s41598-023-48486-7

Table 6.

Computes the time and space complexity in MS and BT, respectively for each classifier based on the different feature sets.

Features set Time complexity Space complexity
DT GB SVM ET CBCEC DT GB SVM ET CBCEC
ALL 15.3 106 82.8 53.2 1351 7145 172,333 38,555 1,807,929 2,476,100
FI 12.2 105 77.1 26.3 957 7097 172,301 33,499 1,720,345 2,471,340
IG 11.8 82.2 53.6 24.5 754 7113 170,140 33,515 1,740,521 2,475,788